Insights on Engineering

The shape of the firm's release standard: a sectioned checklist, a severity model, a marking convention that treats a blank as untested, a GO/NO-GO gate and a regression rule. Take it.

Telling a model to 'only use the provided data' is an instruction, not a control. The control is a server-side check of the model's output against the real records before anything reaches a user.